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Personal Projects and Curiosity-Driven Explorations

How to evaluate your machine learning models?

machine learning

supervised learning

evaluation

There are (minimum) 4 steps to build a machine learning model. Difference types of evaluation metrics for different type of algorithms.

In this section, we will focus on evaluation metrics for classification problems. It starts with a confusion matrix, and we go through its derived metrics and their pros and cons.

drawing

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